| Optimal path planning and execution for mobile robots using genetic algorithm and adaptive fuzzy-logic control A Bakdi, A Hentout, H Boutami, A Maoudj, O Hachour, B Bouzouia Robotics and Autonomous Systems 89, 95-109, 2017 | 267 | 2017 |
| Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems S Belagoune, N Bali, A Bakdi, B Baadji, K Atif Measurement 177, 109330, 2021 | 131 | 2021 |
| A new adaptive PCA based thresholding scheme for fault detection in complex systems A Bakdi, A Kouadri Chemometrics and Intelligent Laboratory Systems 162, 83-93, 2017 | 79 | 2017 |
| Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme A Bakdi, A Kouadri, A Bensmail Control Engineering Practice 66, 64-75, 2017 | 78 | 2017 |
| Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA W Bounoua, A Bakdi Chemical Engineering Science 229, 116099, 2021 | 73 | 2021 |
| AIS-based multiple vessel collision and grounding risk identification based on adaptive safety domain A Bakdi, IK Glad, E Vanem, Ø Engelhardtsen Journal of Marine Science and Engineering 8 (1), 5, 2019 | 73 | 2019 |
| Real-time fault detection in PV systems under MPPT using PMU and high-frequency multi-sensor data through online PCA-KDE-based multivariate KL divergence A Bakdi, W Bounoua, A Guichi, S Mekhilef International Journal of Electrical Power & Energy Systems 125, 2021 | 61 | 2021 |
| Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems E Vanem, CB Salucci, A Bakdi, ØÅ sheim Alnes Journal of Energy Storage 43, 103158, 2021 | 56 | 2021 |
| A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones A Bakdi, A Kouadri, S Mekhilef Renewable and Sustainable Energy Reviews 103, 546-555, 2019 | 42 | 2019 |
| A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection M Ammiche, A Kouadri, A Bakdi Chemical Engineering Science 187, 269-279, 2018 | 41 | 2018 |
| Design and experimental implementation of a new robust observer-based nonlinear controller for DC-DC buck converters S Abdelmalek, A Dali, A Bakdi, M Bettayeb Energy 213, 118816, 2020 | 37 | 2020 |
| A new robust control scheme: Application for MPP tracking of a PMSG-based variable-speed wind turbine A Dali, S Abdelmalek, A Bakdi, M Bettayeb Renewable Energy 172, 1021-1034, 2021 | 35 | 2021 |
| Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV A Bakdi, W Bounoua, S Mekhilef, LM Halabi Energy 189, 116366, 2019 | 35 | 2019 |
| Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection W Bounoua, AB Benkara, A Kouadri, A Bakdi Transactions of the Institute of Measurement and Control 42 (6), 1225-1238, 2020 | 32 | 2020 |
| Comprehensive learning bat algorithm for optimal coordinated tuning of power system stabilizers and static VAR compensator in power systems B Baadji, H Bentarzi, A Bakdi. Engineering Optimization, 2019 | 31 | 2019 |
| Testbed Scenario Design Exploiting Traffic Big Data for Autonomous Ship Trials Under Multiple Conflicts With Collision/Grounding Risks and Spatio-Temporal Dependencies A Bakdi, IK Glad, E Vanem IEEE Transactions on Intelligent Transportation Systems, 2021 | 29 | 2021 |
| Fullest COLREGs evaluation using fuzzy logic for collaborative decision-making analysis of autonomous ships in complex situations A Bakdi, E Vanem IEEE Transactions on Intelligent Transportation Systems 23 (10), 18433-18445, 2022 | 27 | 2022 |
| A novel effective nonlinear state observer based robust nonlinear sliding mode controller for a 6 kW Proton Exchange Membrane Fuel Cell voltage regulation A Dali, S Abdelmalek, A Bakdi, M Bettayeb Sustainable Energy Technologies and Assessments 44, 100996, 2021 | 23 | 2021 |
| An improved plant‐wide fault detection scheme based on PCA and adaptive threshold for reliable process monitoring: Application on the new revised model of Tennessee Eastman process A Bakdi, A Kouadri Journal of Chemometrics 32 (5), e2978, 2018 | 21 | 2018 |
| A new effective robust nonlinear controller based on PSO for interleaved DC–DC boost converters for fuel cell voltage regulation S Abdelmalek, A Dali, M Bettayeb, A Bakdi Soft Computing 24, 17051-17064, 2020 | 19 | 2020 |
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